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过去两年，大模型竞争的核心叙事是智力比拼——谁在ARC、SWE-Bench等评测基准上得分更高，谁更接近AGI。参数规模、推理深度、复杂任务完成率，构成了整个行业的坐标系。这套叙事到2025年底已经开始出现疲态：模型越来越强，但大多数用户的使用方式依然是打开聊天框，问一个问题，等一个回答。，更多细节参见搜狗输入法下载
64-byte Cache Line Alignment: Event slots match CPU cache lines exactly. This stops multi-threaded false sharing dead in its tracks during concurrent writes.
，这一点在PDF资料中也有详细论述
You kick off three features, three agents work independently, and you review PRs as they finish. If you push it further, you allow agents to start monitoring feedback and proposing fixes without being asked. No longer an individual contributor are you. You're commanding a fleet.，这一点在PDF资料中也有详细论述
Mental model: op-words are more like bridges between values or said atoms. Same behaviour, different priority.